One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,4,5)(3,6,7,8)(9,10,13,14)(11,15,12,16)(17,18,20,22)(19,25,26,32)(21,29,28,24)(23,30,31,27)(2,5)(6,8)(9,10)(11,16)(12,15)(13,14)(18,22)(23,31)(24,29)(25,32) involution — undirected(10,14)(15,16)(17,19,20,26)(18,23,22,31)(21,30,28,27)(24,32,29,25)(9,11,13,12)(10,15,14,16)(1,3,4,7)(2,6,5,8)(9,12,13,11)(10,15,14,16)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.